Concepts

Key concepts for LLM applications: retrieval of relevant data from text and databases, and Retrieval Augmented Generation (RAG).

Retrieval

Retrieval in LLM applications: query analysis, query rewriting and construction, and the common retrieval systems that fetch relevant text and structured data.

Retrieval Augmented Generation (RAG)

Retrieval Augmented Generation (RAG): how retrieving external knowledge gives language models up-to-date, domain-specific answers with fewer hallucinations.